Mp. Reddy et Jn. Reddy, MULTIGRID METHODS TO ACCELERATE CONVERGENCE OF ELEMENT-BY-ELEMENT SOLUTION ALGORITHMS FOR VISCOUS INCOMPRESSIBLE FLOWS, Computer methods in applied mechanics and engineering, 132(3-4), 1996, pp. 179-193
The use of iterative solvers for large systems of equations results in
a slow convergence rate after the small wave length error components
are resolved. For a fixed convergence tolerance limit, the error resol
ution capability of an iterative solver is a function of the mesh dens
ity. Two iterative solvers (GMRES and ORTHOMIN), which utilize the ele
ment-by-element (EBE) data structure of the finite element mesh, are s
tudied to demonstrate this behavior. A significant improvement in the
accuracy of the solution and the rate of convergence is achieved for t
hese iterative solvers by using a successive mesh refinement scheme (l
ike in a multigrid method). This approach is found to better resolve b
oth the large and the small scale flow phenomenon for a fine mesh whil
e satisfying the convergence criterion in a fraction of the CPU time r
equired by the standard iterative methods. An iterative penalty finite
element model is used to solve the governing equations for laminar, i
ncompressible, isothermal fluid flows. The solution accuracy and CPU t
ime savings are demonstrated for two sample problems.